@InProceedings{sheila,
 author = {Thiago V. Spina, Javier A. Montoya Zegarra, Fabio Andrijauskas, Fábio Faria, Carlos Zampieri, Sheila Pinto-Cáceres, Tiago Carvalho, Alexandre Falcão. }, 
 title = {A comparative study among pattern classifiers in interactive image segmentation},
 booktitle = {Proc. XXII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI'09)},
 location = {Rio de Janeiro, Brasil},
 year = {October 2009}, 
}


@inproceedings{peximage,
 author = {Eler, Danilo M. and Nakazaki, Marcel Y. and Paulovich, Fernando V. and Santos, Davi P. and Oliveira, M. Cristina F. and Neto, João E.  S.  Batista and Minghim, Rosane},
 title = {Multidimensional Visualization to Support Analysis of Image Collections},
 booktitle = {SIBGRAPI '08: Proceedings of the 2008 XXI Brazilian Symposium on Computer Graphics and Image Processing},
 year = {2008},
 isbn = {978-0-7695-3358-2},
 pages = {289--296},
 doi = {http://dx.doi.org/10.1109/SIBGRAPI.2008.30},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }

@inproceedings{jose,
 author = {Jose, Joemon M. and Furner, Jonathan and Harper, David J.},
 title = {Spatial querying for image retrieval: a user-oriented evaluation},
 booktitle = {SIGIR '98: Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval},
 year = {1998},
 isbn = {1-58113-015-5},
 pages = {232--240},
 location = {Melbourne, Australia},
 doi = {http://doi.acm.org/10.1145/290941.291000},
 publisher = {ACM},
 address = {New York, NY, USA},
 }



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Resultados %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@book{rocha-baranauskas,
    title = {{Design e Avalia\c{c}\~{a}o de Interfaces Humano-Computador}},
    author = {Rocha, H. V. and Baranauskas, M. C. C.},
    citeulike-article-id = {3851268},
    keywords = {file-import-09-01-05},
    posted-at = {2009-01-05 20:13:50},
    priority = {2},
    publisher = {EdUnicamp},
    year = {2003}
}

@Article{lewis,
 author = {Lewis, C.},
 title = {Using the "thinking-aloud" method in cognitive interface design},
 journal = {IBM Research Report},
 year = {1982},
}

@book{interaction-design,
 author = {Preece, Jenny and Rogers, Yvonne and Sharp, Helen},
 title = {Interaction Design},
 year = {2002},
 isbn = {0471492787},
 publisher = {John Wiley \& Sons, Inc.},
 address = {New York, NY, USA},
 }


@inproceedings{interface-cluster-rodden-01,
 author = {Rodden,, Kerry and Basalaj,, Wojciech and Sinclair,, David and Wood,, Kenneth},
 title = {Does organisation by similarity assist image browsing?},
 booktitle = {CHI '01: Proceedings of the SIGCHI conference on Human factors in computing systems},
 year = {2001},
 isbn = {1-58113-327-8},
 pages = {190--197},
 location = {Seattle, Washington, United States},
 doi = {http://doi.acm.org/10.1145/365024.365097},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@inproceedings{interface-cluster-rodden-99,
 author = {Rodden, Kerry and Basalaj, Wojciech and Sinclair, David and Wood, Kenneth},
 title = {Evaluating a Visualization of Image Similarity as a Tool for Image Browsing},
 booktitle = {INFOVIS '99: Proceedings of the 1999 IEEE Symposium on Information Visualization},
 year = {1999},
 isbn = {0-7695-0431-0},
 pages = {36},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }


@inproceedings{torres,
	 author = {Torres,, Ricardo S. and Silva,, Celmar G. and Medeiros,, Claudia B. and Rocha,, Heloisa V.},
	 title = {Visual structures for image browsing},
	 booktitle = {CIKM '03: Proceedings of the twelfth international conference on Information and knowledge management},
	 year = {2003},
	 isbn = {1-58113-723-0},
	 pages = {49--55},
	 location = {New Orleans, LA, USA},
	 doi = {http://doi.acm.org/10.1145/956863.956874},
	 publisher = {ACM},
	 address = {New York, NY, USA},
 }


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Usability %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@book{barnum,
AUTHOR = {Carol Barnum},
TITLE = {Usability Testing and Research},
PUBLISHER = {Longman},
 year = {2002},
 address = {New York},
 isbn = {0205315194}
}

@article {nielsen,
	author = "Nielsen J.",
	title = "Guerilla HCI: Using discount usability engineering to penetrate the intimidation barrier in Cost Justifying Usability",
	journal = "",
	volume = "",
	year = "1994",
	abstract = "",
	pages = "242-272",
	address = {Academic Press, Boston},
	EDITOR = "Bias, R.G. e Mayhew,D.J."
}

@book{nielsen-usabilityengineering,
 author = {Nielsen,, Jakob},
 title = {Usability Engineering},
 year = {1994},
 isbn = {},
 publisher = {Morgan Kaufmann Publishers Inc.},
 address = {San Francisco, CA, USA},
 }


@book{bimbo,
 author = {Del Bimbo,, Alberto},
 title = {Visual information retrieval},
 year = {1999},
 isbn = {1-55860-624-6},
 publisher = {Morgan Kaufmann Publishers Inc.},
 address = {San Francisco, CA, USA},
 }



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Surveys %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@article{smeulders,
 author = {Smeulders,, Arnold W. M. and Worring,, Marcel and Santini,, Simone and Gupta,, Amarnath and Jain,, Ramesh},
 title = {Content-Based Image Retrieval at the End of the Early Years},
 journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
 volume = {22},
 number = {12},
 year = {2000},
 pages = {1349--1380},
 %issn = {0162-8828},
 %doi = {http://dx.doi.org/10.1109/34.895972},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA}
 }

@article{datta,
	 author = {Datta,, Ritendra and Joshi,, Dhiraj and Li,, Jia and Wang,, James Z.},
	 title = {Image retrieval: Ideas, influences, and trends of the new age},
	 journal = {ACM Computer Survey},
	 volume = {40},
	 number = {2},
	 year = {2008},
	 issn = {0360-0300},
	 pages = {1--60},
	 doi = {http://doi.acm.org/10.1145/1348246.1348248},
	 publisher = {ACM},
	 address = {New York, NY, USA},
 }

@inproceedings{desafios08,
  author = 	 {Ricardo da S. Torres, Javier A. M. Zegarra, Jefersson A. dos Santos, Cristiano D. Ferreira, Otávio A. B. Penatti, Fernanda Andaló and Jurandy Almeida},
  title = 	 {Recuperação de Imagens: Desafios e Novos Rumos},
  booktitle =    {Seminário Integrado de Software e Hardware (SEMISH)},
  pages = 	 {},
  year = 	 {2008},
  volume = 	 {},
  number = 	 {},
  address = 	 {},
  month = 	 {July},
  publisher =    {},
  note = 	 {},
}


@article{torres-falcao,
	author = {Ricardo S. Torres and Falc{\~{a}}o, A. X. },
	citeulike-article-id = {1292583},
	journal = {Revista de Inform\'atica Te\'orica e Aplicada},
	keywords = {dlf},
	number = {2},
	pages = {161--185},
	posted-at = {2007-05-13 18:20:12},
	priority = {2},
	title = {{Content-Based Image Retrieval: Theory and Applications}},
	volume = {13},
	year = {2006}
}
 
@ARTICLE{vasconcelos,
	title={From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval},
	author={Vasconcelos, N.},
	journal={Computer},
	year={2007},
	month={July },
	volume={40},
	number={7},
	pages={20-26},
	keywords={content-based retrieval, image classification, image representation, image retrievalUCSD Statistical Visual Computing Laboratory, content-based image retrieval, higher-level semantic inferences, image representations, minimum-probability-of-error optimality, semantic concept models},
	doi={10.1109/MC.2007.239},
	ISSN={0018-9162}, 
}

%%%%%%%%%%%%%%%% buscadores %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@MISC{google,
	AUTHOR       = "Google",
	TITLE        = "Google Image Search",
	HOWPUBLISHED = "http://images.google.com/",
	MONTH        = "",
	YEAR         = "",
	NOTE         = ""
}

@MISC{yahoo,
	AUTHOR       = "Yahoo",
	TITLE        = "Yahoo! Image Search",
	HOWPUBLISHED = "http://images.search.yahoo.com/",
	MONTH        = "",
	YEAR         = "",
	NOTE         = ""
}
@MISC{altavista,
	AUTHOR       = "Altavista",
	TITLE        = "http://www.altavista.com/image/",
	HOWPUBLISHED = "",
	MONTH        = "",
	YEAR         = "",
	NOTE         = ""
}

%%%%%%%%%%%%%%%%%%%%%%%%%%% CBIR  Systems %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@article{qbic,
	 author = {Flickner,, Myron and Sawhney,, Harpreet and Niblack,, Wayne and Ashley,, Jonathan and Huang,, Qian and Dom,, Byron and Gorkani,, Monika and Hafner,, Jim and Lee,, Denis and Petkovic,, Dragutin and Steele,, David and Yanker,, Peter},
	 title = {Query by Image and Video Content: The QBIC System},
	 journal = {IEEE Computer},
	 volume = {28},
	 number = {9},
	 year = {1995},
	 issn = {0018-9162},
	 pages = {23--32},
	 doi = {http://dx.doi.org/10.1109/2.410146},
	 publisher = {IEEE Computer Society Press},
	 address = {Los Alamitos, CA, USA},
 }
 
@INPROCEEDINGS{qbic-updates,
	AUTHOR       = "Niblack, W., Zhu, X. Hafner, J. L. Breuel, T. Ponceleon, D. B. Petkovic, D. Flickner, M. D. Upfal, E. Nin, S. I. Sull, S. Dom, B. E. Yeo, B-L. Srinivasan, S. Zivkovic, D. and Penner, M.",
	TITLE        = "Updates to the QBIC System",
	BOOKTITLE    = "Proceedings of Storage and Retrieval for Image and Video Databases VI",
	YEAR         = "1997",
	EDITOR       = "",
  pages = {150-161},
	ORGANIZATION = "",
	PUBLISHER    = "SPIE",
	ADDRESS      = "San Jose, California, USA",
	MONTH        = "",
	NOTE         = ""
}
@inproceedings{qbic-recent,
 author = {Petkovic,, D. and Niblack,, W. and Flickner,, M. and Steele,, D. and Lee,, D. and Yin,, J. and Hafner,, J. and Tung,, F. and Treat,, H. and Dow,, R. and Gee,, M. and Vo,, M. and Vo,, P. and Holt,, B. and Hethorn,, J. and Weiss,, K. and Elliott,, P. and Bird,, C.},
 title = {Recent applications of IBM's query by image content (QBIC)},
 booktitle = {SAC '96: Proceedings of the 1996 ACM symposium on Applied Computing},
 year = {1996},
 isbn = {0-89791-820-7},
 pages = {2--6},
 location = {Philadelphia, Pennsylvania, United States},
 doi = {http://doi.acm.org/10.1145/331119.331123},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@INPROCEEDINGS{virage,
	AUTHOR       ="Jeffrey R. Bach and Charles Fuller and Amarnath Gupta and Arun Hampapur and Bradley Horowitz and Rich Humphrey and Ramesh C. Jain and Chiao F. Shu",
	TITLE        = "Virage image search engine: an open framework for image management",
	BOOKTITLE    = "In Proceedings of the SPIE, Storage and Retrieval for Image and Video Databases IV",
	YEAR         = "February 1996",
	EDITOR       = "",
	PAGES        = "76-87",
	ORGANIZATION = "",
	PUBLISHER    = "",
	ADDRESS      = "San Jose, CA",
	MONTH        = "",
	NOTE         = ""
}
%AUTHOR       = "J. Bach, C. Fuller, A. Gupta, A. Hampapur, B. Gorowitz, R. Humphrey, R. Jain, and C. Shu.",

@inproceedings{prism,
	 author = {Mayron,, Liam M. and Marques,, Oge and Borba,, Gustavo B. and Gamba,, Humberto R. and Nedovic,, Vladimir},
	 title = {A Forward-Looking User Interface for CBIR and CFIR Systems},
	 booktitle = {ISM '06: Proceedings of the Eighth IEEE International Symposium on Multimedia},
	 year = {2006},
	 isbn = {0-7695-2746-9},
	 pages = {779--780},
	 doi = {http://dx.doi.org/10.1109/ISM.2006.2},
%	 publisher = {IEEE Computer Society},
	 address = {Washington, DC, USA},
 }

 @inproceedings{ring,
	 author = {Kajiyama,, Tomoko and Kand,, Noriko and Satoh,, Shin'ichi},
	 title = {Examination and enhancement of a ring-structured graphical search interface based on usability testing},
	 booktitle = {SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval},
	 year = {2005},
	 isbn = {1-59593-034-5},
	 pages = {623--624},
	 location = {Salvador, Brazil},
	 doi = {http://doi.acm.org/10.1145/1076034.1076159},
%	 publisher = {ACM},
	 address = {New York, NY, USA},
 }
 
@article{amore,
 author = {Mukherjea,, Sougata and Hirata,, Kyoji and Hara,, Yoshinori},
 title = {AMORE: A World Wide Web image retrieval engine},
 journal = {World Wide Web},
 volume = {2},
 number = {3},
 year = {1999},
 issn = {1386-145X},
 pages = {115--132},
 doi = {http://dx.doi.org/10.1023/A:1019248722478},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 }

@inproceedings{amore-new,
 author = {Mukherjea,, Sougata and Hirata,, Kyoji and Hara,, Yoshinori},
 title = {Towards a multimedia World-Wide Web information retrieval engine},
 booktitle = {Selected papers from the sixth international conference on World Wide Web},
 year = {1997},
 pages = {1181--1191},
 location = {Santa Clara, California, United States},
 doi = {http://dx.doi.org/10.1016/S0169-7552(97)00046-9},
 publisher = {Elsevier Science Publishers Ltd.},
 address = {Essex, UK},
 }

 @inproceedings{Pibe,
	 author = {Bartolini,, Ilaria and Ciaccia,, Paolo and Patella,, Marco},
	 title = {The PIBE personalizable image browsing engine},
	 booktitle = {CVDB '04: Proceedings of the 1st international workshop on Computer vision meets databases},
	 year = {2004},
	 isbn = {1-58113-917-9},
	 pages = {43--50},
	 location = {Paris, France},
	 doi = {http://doi.acm.org/10.1145/1039470.1039482},

	 address = {New York, NY, USA},
 }
%	 publisher = {ACM},
@article {grouper-nakazato,
	author = "Nakazato M.",
	author = "Manola L.",
	author = "Huang T.S.",
	title = "ImageGrouper: a group-oriented user interface for content-based image retrieval and digital image arrangement",
	journal = "Journal of Visual Languages \& Computing",
	volume = "14",
	year = "August 2003",
	abstract = "",
	pages = "363-386(24)",
	%url = "http://www.ingentaconnect.com/content/els/1045926x/2003/00000014/00000004/art00034",
	doi = "doi:10.1016/S1045-926X(03)00034-X"
}
 
@INPROCEEDINGS{grouper-huang,
	title={Learning in content-based image retrieval},
	author={Huang, T.S. and Xiang Sean Zhou and Nakazato, M. and Ying Wu and Cohen, I.},
	journal={Development and Learning, 2002. Proceedings. The 2nd International Conference on},
	year={2002},
	month={},
	volume={},
	number={},
	pages={ 155-162},
	doi={10.1109/DEVLRN.2002.1011829},
	ISSN={ }, 
}

% voice, textual, and images 
@INPROCEEDINGS{photofile,
	AUTHOR       = "S. Flank and P. Martin and A. Balogh and J. Rothey",
	TITLE        = "PhotoFile: A digital library for image retrieval",
	BOOKTITLE    = "Proceedings of International Conference on Multimedia Computing and Systems",
	YEAR         = "May 1995",
	EDITOR       = "IEEE Computer Society",
	pages={292-295}, 
	ORGANIZATION = "",
	PUBLISHER    = "",
	ADDRESS      = "Washington, DC",
	MONTH        = "",
	NOTE         = ""       
}

%%%%%%%%%%%%%%%%%%%%%% aplicacoes
@article{medicina,
 author = {Oliveira,, Marcelo Costa and Cirne,, Walfredo and de Azevedo Marques,, Paulo M.},
 title = {Towards applying content-based image retrieval in the clinical routine},
 journal = {Future Gener. Comput. Syst.},
 volume = {23},
 number = {3},
 year = {2007},
 issn = {0167-739X},
 pages = {466--474},
 doi = {http://dx.doi.org/10.1016/j.future.2006.06.009},
 publisher = {Elsevier Science Publishers B. V.},
 address = {Amsterdam, The Netherlands, The Netherlands},
 }


%%%%%%%%%%%%%%%%%%%%%% Descriptores e image features %%%%%%%%%%%%%%%%%%%%%%%%%%%

@inproceedings{boosting-amores,
	 author = {Amores,, Jaume and Sebe,, Nicu and Radeva,, Petia and Gevers,, Theo and Smeulders,, Arnold},
	 title = {Boosting contextual information in content-based image retrieval},
	 booktitle = {MIR '04: Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval},
	 year = {2004},
	 isbn = {1-58113-940-3},
	 pages = {31--38},
	 location = {New York, NY, USA},
	 doi = {http://doi.acm.org/10.1145/1026711.1026717},
	 publisher = {ACM},
	 address = {New York, NY, USA},
 }
%%%%%%%%%%%%%% COLOR %%%%%%%%%%%%%%%%%%%%%%%%
@inproceedings{almeida-colors,
	 author = {Almeida,, Jurandy and Rocha,, Anderson and Torres,, Ricardo and Goldenstein,, Siome},
	 title = {Making colors worth more than a thousand words},
	 booktitle = {SAC '08: Proceedings of the 2008 ACM symposium on Applied computing},
	 year = {2008},
	 isbn = {978-1-59593-753-7},
	 pages = {1180--1186},
	 address = {Fortaleza, Ceara, Brazil},
	 doi = {http://doi.acm.org/10.1145/1363686.1363961},
%	 publisher = {ACM},
%	 address = {New York, NY, USA},
 }

@TECHREPORT{wang-color,
    author = {Shengjiu Wang and Shengjiu Wang},
    title = {A robust CBIR approach using local color histograms},
    institution = {},
    year = {2001}
}
%%%%%%%%%%%texture
@article{texture-huang,
title = "Image retrieval by texture similarity",
	journal = "Pattern Recognition",
	volume = "36",
	number = "3",
	pages = "665 - 679",
	year = "2003",
	note = "",
	issn = "0031-3203",
	doi = "DOI: 10.1016/S0031-3203(02)00083-3",
	url = "http://www.sciencedirect.com/science/article/B6V14-4619FY6-1/2/a5b5b49b0a315bd61edfb849d9430662",
	author = "P. W. Huang and S. K. Dai",
	keywords = "Content-based",
	keywords = "Image retrieval",
	keywords = "Image database",
	keywords = "Wavelet decomposition",
	keywords = "Texture similarity",
	keywords = "CSG vector",
	keywords = "EDP-string"
}

%%%%%%%%%%%%%%%%% shape
@article{shape-hwei,
author = {Hwei-Jen Lin and Yang-Ta Kao and Shwu-Huey Yen and Chia-Jen Wang},
title = {A Study of Shape-Based Image Retrieval},
journal ={Distributed Computing Systems Workshops, International Conference on},
volume = {1},
year = {2004},
isbn = {},
pages = {118-123},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICDCSW.2004.1284018},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
%%%%%%%%%%%%% nova distancia... em lugar da euclideana.
@article{distance-earthmover,
 author = {Rubner,, Yossi and Tomasi,, Carlo and Guibas,, Leonidas J.},
 title = {The Earth Mover's Distance as a Metric for Image Retrieval},
 journal = {Int. J. Comput. Vision},
 volume = {40},
 number = {2},
 year = {2000},
 issn = {0920-5691},
 pages = {99--121},
 doi = {http://dx.doi.org/10.1023/A:1026543900054},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 }

%%%%%%%%%%%%%% google video shape
@inproceedings{google-video,
 author = {Sivic,, Josef and Zisserman,, Andrew},
 title = {Video Google: A Text Retrieval Approach to Object Matching in Videos},
 booktitle = {ICCV '03: Proceedings of the Ninth IEEE International Conference on Computer Vision},
 year = {2003},
 isbn = {0-7695-1950-4},
 pages = {1470},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 }

%%%%%%%%%%%%%%%%%%%%%% Clusters - others %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@article{cluster-review-jain,
 author = {Jain,, A. K. and Murty,, M. N. and Flynn,, P. J.},
 title = {Data clustering: a review},
 journal = {ACM Comput. Surv.},
 volume = {31},
 number = {3},
 year = {1999},
 issn = {0360-0300},
 pages = {264--323},
 doi = {http://doi.acm.org/10.1145/331499.331504},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

%%%%%%%%%%%%%%%%%%%%%% Cluster - images %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
@article{cluster-clue,
	  author = {Yixin Chen and James Z. Wang and Robert Krovetz},
	  title = {{CLUE}: Cluster-based Retrieval of Images by Unsupervised Learning},
	  journal = {IEEE Transactions on Image Processing},
	  year = {2004},
	  url = {citeseer.comp.nus.edu.sg/691021.html} 
}

@inproceedings{cluster-locally-preserving,
 author = {Zheng,, Xin and Cai,, Deng and He,, Xiaofei and Ma,, Wei-Ying and Lin,, Xueyin},
 title = {Locality preserving clustering for image database},
 booktitle = {MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia},
 year = {2004},
 isbn = {1-58113-893-8},
 pages = {885--891},
 location = {New York, NY, USA},
 doi = {http://doi.acm.org/10.1145/1027527.1027731},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@inproceedings{clustering-www,
 author = {Cai,, Deng and He,, Xiaofei and Li,, Zhiwei and Ma,, Wei-Ying and Wen,, Ji-Rong},
 title = {Hierarchical clustering of WWW image search results using visual, textual and link information},
 booktitle = {MULTIMEDIA '04: Proceedings of the 12th annual ACM international conference on Multimedia},
 year = {2004},
 isbn = {1-58113-893-8},
 pages = {952--959},
 location = {New York, NY, USA},
 doi = {http://doi.acm.org/10.1145/1027527.1027747},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@INPROCEEDINGS{cluster-bathia,
	title={Hierarchical clustering for image databases},
	author={Bhatia, S.K.},
	journal={Electro Information Technology, 2005 IEEE International Conference on},
	year={2005},
	month={May},
	volume={},
	number={},
	pages={6 pp.-6},
	keywords={data compression, data structures, image coding, pattern clustering, visual databases, wavelet transformsJPEG 2000 standard, hierarchical clustering, hierarchical data structure, image compression, image databases, image retrieval, image storage, wavelet analysis},
	doi={10.1109/EIT.2005.1626987},
	ISSN={}, 
}

@inproceedings{cluster-rocha-torres,
	 author = {Rocha,, Anderson and Almeida,, Jurandy and Nascimento,, Mario A. and Torres,, Ricardo and Goldenstein,, Siome},
	 title = {Efficient and Flexible Cluster-and-Search for CBIR},
	 booktitle = {ACIVS '08: Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems},
	 year = {2008},
	 isbn = {978-3-540-88457-6},
	 pages = {77--88},
	 location = {Juan-les-Pins, France},
	 doi = {http://dx.doi.org/10.1007/978-3-540-88458-3_8},
%	 publisher = {Springer-Verlag},
%	 address = {Berlin, Heidelberg},
 }

%%%%%%%%%%%%%%%%%%%%%%%% Interfaces  e visual structures %%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%% clusters nas interfaces
@inproceedings{interface-cluster-visualization,
 author = {Chen,, Chaomei and Gagaudakis,, George and Rosin,,Paul},
 title = {Content-Based Image Visualization},
 booktitle = {IV '00: Proceedings of the International Conference on Information Visualisation},
 year = {2000},
 isbn = {0-7695-0743-3},
 pages = {13},
% publisher = {IEEE Computer Society},
 address = {Washington, DC, USA}
 }

%%%%%%%%%%%%%overlap problem 
@article{interface-cluster-nguyen,
 author = {Nguyen,, G. P. and Worring,, M.},
 title = {Interactive access to large image collections using similarity-based visualization},
 journal = {J. Vis. Lang. Comput.},
 volume = {19},
 number = {2},
 year = {2008},
 issn = {1045-926X},
 pages = {203--224},
 doi = {http://dx.doi.org/10.1016/j.jvlc.2006.09.002},
 publisher = {Academic Press, Inc.},
 address = {Orlando, FL, USA},
 }

%dejavu - gordon
@article{interface-cluster-human-centric04,
 author = {Moghaddam,, Baback and Tian,, Qi and Lesh,, Neal and Shen,, Chia and Huang,, Thomas S.},
 title = {Visualization and User-Modeling for Browsing Personal Photo Libraries},
 journal = {Int. J. Comput. Vision},
 volume = {56},
 number = {1-2},
 year = {2004},
 issn = {0920-5691},
 pages = {109--130},
 publisher = {Kluwer Academic Publishers},
 address = {Hingham, MA, USA},
 }

@INPROCEEDINGS{interface-cluster-human-centric02,
	title={PDH: a human-centric interface for image libraries},
	author={Moghaddam, B. and Qi Tian and Lesh, N. and Chia Shen and Huang, T.S.},
	journal={Multimedia and Expo, 2002. ICME '02. Proceedings. 2002 IEEE International Conference on},
	year={2002},
	month={},
	volume={1},
	number={},
	pages={ 901-904 vol.1},
	keywords={ image retrieval, online front-ends, relevance feedback, user interfaces, visual databases CBIR-based retrieval, PDH, Personal Digital Historian, human-centric interface, image libraries, image queries, informal story-telling, intuitive browser, large image sets, layout algorithms, navigation, optimized layout, personal digital data, photos, relevance feedback, shared 2D display, user-modeling, visualization algorithms},
	doi={10.1109/ICME.2002.1035928},
	ISSN={ }, 
}

@ARTICLE{interface-cluster-picsom,
title={Self-Organising Maps as a Relevance Feedback Technique in Content-Based Image Retrieval},
author={Laaksonen, J. and Koskela, M. and Oja, E.},
journal={Pattern Analysis and Applications},
year={2001},
month={Jul},
volume={4},
number={},
pages={},
doi={10.1007/PL00014575},
}


%%%%%%%%%%%%%%%

@INPROCEEDINGS{interface-firststep-human-centered,
	title={Image retrieval: a first step for a human centered approach},
	author={Guerin-Dugue, A. and Ayache, S. and Berrut, C.},
	journal={Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint Conference of the Fourth International Conference on},
	year={2003},
	month={Dec.},
	volume={1},
	number={},
	pages={ 21-25 Vol.1},
	keywords={ content-based retrieval, graphical user interfaces, image colour analysis, image retrieval content analysis, graphical interface, human centered approach, image indexing, image retrieval, relevance feedback model, visual perception models},
	doi={10.1109/ICICS.2003.1292405},
	ISSN={ }, 
}
 @inproceedings{hsu,
 author = {Hsu,, Shuo Hsiu and Jumpertz,, Sylvie and Cubaud,, Pierre},
 title = {A tangible interface for browsing digital photo collections},
 booktitle = {TEI '08: Proceedings of the 2nd international conference on Tangible and embedded interaction},
 year = {2008},
 isbn = {978-1-60558-004-3},
 pages = {31--32},
 location = {Bonn, Germany},
 doi = {http://doi.acm.org/10.1145/1347390.1347399},
% publisher = {ACM},
 address = {New York, NY, USA},
 }

%%%%%%%%%%%%%%%%% navigation
@article{interface-navigation,  
 author = {Qiu,, Guoping and Morris,, Jeremy and Fan,, Xunli},
 title = {Visual guided navigation for image retrieval},
 journal = {Pattern Recogn.},
 volume = {40},
 number = {6},
 year = {2007},
 issn = {0031-3203},
 pages = {1711--1721},
 doi = {http://dx.doi.org/10.1016/j.patcog.2006.09.020},
 publisher = {Elsevier Science Inc.},
 address = {New York, NY, USA},
 }
 


 
 %%%%%%%%%%%%%%%%%% NAVIGATION%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%%%%%%%%%%factores otros %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
  %%%%%%%%%%%%%%%%%%%%%%%%% Overlap Problem %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%nguyen
  %%%%%%%%%%%%%%%%%%%% textual annotations -- avoid %%%%%%%%%%%%%%%%%%%555555555555
 @article{annotating,
 author = {Chang,, Hsien-Tsung},
 title = {Web image retrieval systems with automatic web image annotating techniques},
 journal = {WSEAS Trans. Info. Sci. and App.},
 volume = {5},
 number = {8},
 year = {2008},
 issn = {1790-0832},
 pages = {1313--1322},
 publisher = {World Scientific and Engineering Academy and Society (WSEAS)},
 address = {Stevens Point, Wisconsin, USA},
 }
@inproceedings{annotating-blob,
 author = {Jeon,, J. and Lavrenko,, V. and Manmatha,, R.},
 title = {Automatic image annotation and retrieval using cross-media relevance models},
 booktitle = {SIGIR '03: Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval},
 year = {2003},
 isbn = {1-58113-646-3},
 pages = {119--126},
 location = {Toronto, Canada},
 doi = {http://doi.acm.org/10.1145/860435.860459},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

		%%%%%%%%%%%%%%%%%% vaarios . anotation, visual content, voice, tec.
@ARTICLE{keywords-visualcontent,
title={Unifying keywords and visual contents in image retrieval},
author={Xiang Sean Zhou and Huang, T.S.},
journal={Multimedia, IEEE},
year={2002},
month={Apr-Jun},
volume={9},
number={2},
pages={23-33},
keywords={image retrieval, relevance feedbackimage retrieval, keywords, relevance feedback scheme, seamless joint querying, visual contents, word similarity matrix},
doi={10.1109/93.998050},
ISSN={1070-986X}, }
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%%%%%%%%%%%%%%%%  LIBRARY - DIGITAL
@INPROCEEDINGS{library-digital,
    author = {Christian Breiteneder and Horst Eidenberger},
    title = {Content-based image retrieval and digital libraries},
    booktitle = {in: Kyoto Int. Conf. on Digital Libraries, 2000},
    year = {},
    pages = {67--74}
}

@inproceedings{library-image-video,
 author = {Christel,, Michael G. and Conescu,, Ronald M.},
 title = {Addressing the challenge of visual information access from digital image and video libraries},
 booktitle = {JCDL '05: Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries},
 year = {2005},
 isbn = {1-58113-876-8},
 pages = {69--78},
 location = {Denver, CO, USA},
 doi = {http://doi.acm.org/10.1145/1065385.1065402},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

@phdthesis{torres-thesis,
      author = {R. da S. Torres},
      title = {{Ambiente de Gerenciamento de Imagens e Dados Espaciais para Desenvolvimento de Aplica\c c\~oes em Biodiversidade}},
      school = {Instituto de Computa\c c\~ao, Unicamp},
      year = {2004},
      address = {Campinas, SP},
      month = {October}
} 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% RF &&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&&
@article{rf-review-zhou,
	author = {Zhou, Xiang  S.  and Huang, Thomas  S. },
	citeulike-article-id = {1264025},
	doi = {http://dx.doi.org/10.1007/s00530-002-0070-3},
	journal = {Multimedia Systems},
	keywords = {image-retrieval, relevance-feedback, survey},
	month = {April},
	number = {6},
	pages = {536--544},
	posted-at = {2007-04-29 03:38:33},
	priority = {2},
	title = {Relevance feedback in image retrieval: A comprehensive review},
	url = {http://dx.doi.org/10.1007/s00530-002-0070-3},
	volume = {8},
	year = {2003}
}

@inproceedings{rf-luo-nascimiento,
 author = {Luo,, Jie and Nascimento,, Mario A.},
 title = {Content-based sub-image retrieval using relevance feedback},
 booktitle = {MMDB '04: Proceedings of the 2nd ACM international workshop on Multimedia databases},
 year = {2004},
 isbn = {1-58113-975-6},
 pages = {2--9},
 location = {Washington, DC, USA},
 doi = {http://doi.acm.org/10.1145/1032604.1032607},
% publisher = {ACM},
 address = {New York, NY, USA}
 }

@MISC{rf-powertool,
    author = {Yong Rui and Thomas S. Huang and Michael Ortega and Sharad Mehrotra},
    title = {Relevance Feedback: A Power Tool for Interactive Content-Based Image Retrieval},
    year = {1998},
    pages={644--655},
    journal={IEEE TRANSACTIONS ON CIRCUITS AND VIDEO TECHNOLOGY 1 }
}

%%%%%%%%%%%%relevance feedback%%%%%%%%%%%%%%%%%%%%%
@INPROCEEDINGS{rf-indi,
	title={INDI - intelligent database navigation by interactive and intuitive content-based image retrieval},
	author={Kampfe, T. and Kaster, T. and Pfeiffer, M. and Ritter, H. and Sagerer, G.},
	journal={Image Processing. 2002. Proceedings. 2002 International Conference on},
	year={2002},
	month={June},
	volume={3},
	number={},
	pages={ 921-924 vol.3},
	keywords={ computer vision, content-based retrieval, feature extraction, image processing, image retrieval, interactive systems, learning (artificial intelligence), relevance feedback, user interfaces, visual databases CBIR, computer vision, content-based image retrieval, content-based retrieval, digital image databases, feature extraction, intelligent database navigation, interactive image retrieval, intuitive human-computer interface, machine learning, pattern recognition, relevance feedback, semantic navigation, similarity measures},
	doi={10.1109/ICIP.2002.1039123},
	ISSN={1522-4880 }, 
}

@INPROCEEDINGS{rf-mirror,
	title={MIRROR: an interactive content based image retrieval system},
	author={Ka-Man Wong and Kwok-Wai Cheung and Lai-Man Po},
	journal={Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on},
	year={2005},
	month={May},
	volume={},
	number={},
	pages={ 1541-1544 Vol. 2},
	keywords={ content-based retrieval, graphical user interfaces, image colour analysis, image representation, image retrieval, interactive systems, query formulation, relevance feedback MIRROR, MPEG-7 experimentation mode, Web-based user interface, dominant color descriptor similarity measure, image databases, image retrieval refinement, image retrieval system, interactive content based retrieval, merged color palette, merged palette histogram, query by image example, relevance feedback, visual descriptors},
	doi={10.1109/ISCAS.2005.1464894},
	ISSN={}, 
}

@ARTICLE{rf-emergent-semantics,
	title={Emergent semantics through interaction in image databases},
	author={Santini, S. and Gupta, A. and Jain, R.},
	journal={Knowledge and Data Engineering, IEEE Transactions on},
	year={2001},
	month={May/Jun},
	volume={13},
	number={3},
	pages={337-351},
	keywords={content-based retrieval, semantic networks, user interfaces, visual databasesemergent semantics, image databases, image semantics, interface model, user interaction},
	doi={10.1109/69.929893},
	ISSN={1041-4347}, 
}

@article{pinho,
  author    = {R. D. Pinho and M. C. F. Oliveira and A. A. Lopes},
  title     = {An incremental space to visualize dynamic data sets},
  journal   = {Multimedia Tools Appl.},
  volume    = {50},
  number    = {3},
  month     = dec,
  year      = {2010},
  pages     = {533-562},
  ee        = {http://dx.doi.org/10.1007/s11042-010-0483-5},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@phdthesis{pinho-thesis,
      author = {Roberto Pinho},
      title = {{Espaço incremental para a mineração visual de conjuntos dinâmicos de documentos}},
      school = {Doutorado em Ciências da Computação e Matemática Computacional  },
      year = {2009},
      address = {São Carlos, SP},
      
} 

@inproceedings{bic,
 author = {Stehling, Renato O. and Nascimento, Mario A. and Falc\,
{a}o, Alexandre X.},
 title = {A compact and efficient image retrieval approach based on border/interior pixel classification},
 booktitle = {CIKM '02: Proceedings of the eleventh international conference on Information and knowledge management},
 year = {2002},
 isbn = {1-58113-492-4},
 pages = {102--109},
 location = {McLean, Virginia, USA},
 doi = {http://doi.acm.org/10.1145/584792.584812},
 publisher = {ACM},
 address = {New York, NY, USA},
 }

